AI Agent Workflow Collection

Produce the architecture: a lean spine of invariants that keeps everything built from it consistent, projected into whatever format the work needs. Use when the user says "create the architecture", "create technical architecture", "architecture spine", or "create a solution design".

Validate PRD, UX, Architecture and Epics specs are complete. Use when the user says "check implementation readiness".

Review code changes adversarially using parallel review layers (Blind Hunter, Edge Case Hunter, Acceptance Auditor) with structured triage into actionable categories.

Break requirements into epics and user stories.

Decision-grade research, three ways: draft a deep-research prompt for the user to run in their own tool (ChatGPT, Gemini, Grok, Perplexity, ...), process a finished research report — file it, distill a succinct cited summary with metadata that downstream skills consume without reprocessing — or run the research here through web fan-out. Shipped type packs: market, domain, technical, competitive, user-voice, academic-lit — plus a select shape for choose-between decisions and custom types via overrides. Use when the user says "deep recon", "research this", "draft a research prompt", "process this research report", "market research", "domain research", "technical research", "competitor research", "literature review", or "help me choose between".

Execute story implementation following a context filled story spec file.

Pressure-test an idea through persona-driven interrogation until it hardens, proves out, or dies cheaply. Use when the user says 'forge an idea', 'pressure-test this idea', 'stress-test my thinking', or 'harden this idea'.

Create project-context.md with AI rules.

Forensic case investigation with evidence-graded findings, calibrated to the input. Use when the user asks to investigate a bug, trace what caused an incident, walk through unfamiliar code, or build a mental model of a code area before working on it.

Create, update, or validate a PRD. Use when the user wants help producing, editing, or validating a PRD.

Create, update, or validate a product brief. Use when the user wants help producing, editing, or validating a brief.

Implements any user intent, requirement, story, bug fix or change request by producing clean working code artifacts that follow the project''s existing architecture, patterns and conventions. Use when the user wants to build, fix, tweak, refactor, add or modify any code, component or feature.

Multi-lens review over any diff, doc, spec, or artifact — whichever installed lenses fit the content, run singly or together. Shipped lenses include adversarial, edge-case, verification-gap, structure, and prose. Use when the user says "review this", "critical review", "editorial review", "hunt edge cases", "review the structure", or "review the prose".

Distill any intent input into the SPEC kernel + companions — the canonical, preservation-validated machine contract for downstream work. Use when the user says "create a spec", "distill this into a spec", "validate this spec", or "update the spec".

Generate sprint status tracking from epics.

Summarize sprint status and surface risks.

Plan UX patterns and design specifications.

Integracao com BMAD Method para escala adaptativa e workflows guiados. Detecta nivel de complexidade e ajusta agentes automaticamente. Use quando: iniciar workflow, detectar complexidade, mapear agentes BMAD.